Triple

T11468232
Position Surface form Disambiguated ID Type / Status
Subject Section 4(a)(2) of the Securities Act of 1933 E271831 entity
Predicate renumberedBy P31584 FINISHED
Object JOBS Act of 2012
The JOBS Act of 2012 is a U.S. federal law designed to encourage capital formation and support emerging growth companies by easing certain securities regulations and facilitating crowdfunding and public offerings.
E927189 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: JOBS Act of 2012 | Statement: [Section 4(a)(2) of the Securities Act of 1933, renumberedBy, JOBS Act of 2012]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: JOBS Act of 2012
Context triple: [Section 4(a)(2) of the Securities Act of 1933, renumberedBy, JOBS Act of 2012]
  • A. Small Business Jobs Act of 2010
    The Small Business Jobs Act of 2010 is a U.S. federal law designed to spur small business lending, investment, and job creation through tax incentives, loan enhancements, and targeted support programs.
  • B. Bipartisan Budget Act of 2013
    The Bipartisan Budget Act of 2013 was a U.S. federal law that set discretionary spending levels and partially rolled back sequestration cuts through a budget compromise negotiated by Senator Patty Murray and Representative Paul Ryan.
  • C. HIRE Act
    The HIRE Act is a 2010 U.S. federal law aimed at stimulating job creation and economic recovery through tax incentives and infrastructure spending.
  • D. American Taxpayer Relief Act of 2012
    The American Taxpayer Relief Act of 2012 is a U.S. federal law enacted to avert the "fiscal cliff" by making permanent most of the Bush-era tax cuts for lower- and middle-income taxpayers while allowing rates to rise for higher earners and implementing various spending and tax policy changes.
  • E. Dodd–Frank Wall Street Reform and Consumer Protection Act
    The Dodd–Frank Wall Street Reform and Consumer Protection Act is a major U.S. financial reform law enacted after the 2008 crisis to increase oversight of Wall Street, reduce systemic risk, and strengthen consumer financial protections.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: JOBS Act of 2012
Triple: [Section 4(a)(2) of the Securities Act of 1933, renumberedBy, JOBS Act of 2012]
Generated description
The JOBS Act of 2012 is a U.S. federal law designed to encourage capital formation and support emerging growth companies by easing certain securities regulations and facilitating crowdfunding and public offerings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: JOBS Act of 2012
Target entity description: The JOBS Act of 2012 is a U.S. federal law designed to encourage capital formation and support emerging growth companies by easing certain securities regulations and facilitating crowdfunding and public offerings.
  • A. Small Business Jobs Act of 2010
    The Small Business Jobs Act of 2010 is a U.S. federal law designed to spur small business lending, investment, and job creation through tax incentives, loan enhancements, and targeted support programs.
  • B. Bipartisan Budget Act of 2013
    The Bipartisan Budget Act of 2013 was a U.S. federal law that set discretionary spending levels and partially rolled back sequestration cuts through a budget compromise negotiated by Senator Patty Murray and Representative Paul Ryan.
  • C. HIRE Act
    The HIRE Act is a 2010 U.S. federal law aimed at stimulating job creation and economic recovery through tax incentives and infrastructure spending.
  • D. American Taxpayer Relief Act of 2012
    The American Taxpayer Relief Act of 2012 is a U.S. federal law enacted to avert the "fiscal cliff" by making permanent most of the Bush-era tax cuts for lower- and middle-income taxpayers while allowing rates to rise for higher earners and implementing various spending and tax policy changes.
  • E. Dodd–Frank Wall Street Reform and Consumer Protection Act
    The Dodd–Frank Wall Street Reform and Consumer Protection Act is a major U.S. financial reform law enacted after the 2008 crisis to increase oversight of Wall Street, reduce systemic risk, and strengthen consumer financial protections.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: renumberedBy
Context triple: [Section 4(a)(2) of the Securities Act of 1933, renumberedBy, JOBS Act of 2012]
  • A. renumbered chosen
    Indicates that an entity’s identifying number or sequence position has been changed to a new numbering scheme.
  • B. canBeRenumberedTo
    Indicates that one entity’s identifiers or numbering scheme can be systematically changed to match or correspond to another set of identifiers or numbering.
  • C. renumberingCondition
    Indicates the condition or criteria under which elements are reassigned new numbers or identifiers.
  • D. canBeRenumberedFrom
    Indicates that one entity’s numbering or identifier sequence is allowed to be changed starting from the numbering or identifier of another entity.
  • E. mayBeRenumbered
    Indicates that an entity’s identifier or numbering is allowed to change under certain conditions.
  • F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aae0c8d881908a5a360c0be3242e completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d82949e3688190b024a4980666c94f completed April 9, 2026, 10:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5e9429a308190810b485708d28617 completed April 20, 2026, 8:52 a.m.
NEDg Description generation batch_69e5f15a50b881908d0930021833ae74 completed April 20, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69e5f88f16748190826a7fc5d27019d7 completed April 20, 2026, 9:57 a.m.
PD Predicate disambiguation batch_69d8086ecd6c81908f424864857762d6 completed April 9, 2026, 8:13 p.m.
Created at: April 8, 2026, 9:35 p.m.